Deep Learning for Fully-Automated Localization and Segmentation of Rectal Cancer on Multiparametric MR

Deep Learning for Fully-Automated Localization and Segmentation of Rectal Cancer on Multiparametric MR

Abstract Multiparametric Magnetic Resonance Imaging (MRI) can provide detailed information of the physical characteristics of rectum tumours. Several investigations suggest that volumetric analyses on anatomical and functional MRI contain clinically valuable information. However, manual delineation...

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Bibliographic Details
Main Authors: Stefano Trebeschi, Joost J. M. van Griethuysen, Doenja M. J. Lambregts, Max J. Lahaye, Chintan Parmar, Frans C. H. Bakers, Nicky H. G. M. Peters, Regina G. H. Beets-Tan, Hugo J. W. L. Aerts
Format: Article
Language:English
Published: Nature Publishing Group 2017-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-05728-9

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https://doi.org/10.1038/s41598-017-05728-9

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